How Credit Consensus Index makes money.

Some links on Credit Consensus Index can earn us money. Not every company we cover pays us. A company does not need to pay us to rank, and affiliate compensation does not change what the AI platforms recommended.

An affiliate relationship is a commercial arrangement in which Credit Consensus Index may receive compensation after referring a reader to another company. A qualifying link may contain tracking information, and compensation may follow a click, information request, lead form, application, account opening, purchase, enrollment, or another qualifying action defined by the partner.

Affiliate and referral programs are not all structured the same way. Credit Consensus Index may receive cost-per-sale, cost-per-lead, cost-per-application, cost-per-account, revenue-share, fixed referral fees, or other compensation. Different companies may pay different amounts, or no compensation at all. Those differences do not determine the underlying ranking.

Our standard research process begins with the consumer question, not the affiliate list. We submit a consumer-credit scenario across the AI platforms included in a study and record the companies or products those systems independently recommend. Affiliate status is not used to determine how many platforms recommended a company.

A non-affiliate can rank first. An affiliate partner can rank poorly, receive unfavorable analysis, or fail to appear at all. We do not automatically remove a company because it has no affiliate program, rejects an application, ends a relationship, pays less, or declines to advertise.

Our preferred sequence is to define the consumer question, conduct the AI research, record recommendations, calculate consensus, conduct factual and human review, publish findings, and then monetize appropriate traffic where commercial relationships exist. We do not want commission structures to determine research results.

If a company later becomes an affiliate partner, we may replace an ordinary link with a qualifying affiliate or referral link. The historical AI recommendations, recommendation coverage, ranking position, research date, and human-reviewed conclusions do not change. The link changed; the research did not.

If a relationship ends, we may remove tracking, use a direct link, use another legitimate referral arrangement, or leave the company without a commercial link. Ending the relationship does not automatically remove the company from our research.

One ranked company may have a “Check Rates,” “Get Started,” “Visit Site,” or “See Your Options” button while another does not. The presence of a commercial call to action may reflect an available tracking or referral relationship; it does not necessarily reflect which company ranked higher.

A prominent button is not an additional vote, and the absence of a button does not mean we recommend against a company. The underlying consensus data explains the ranking.

This policy explains our general commercial model. Where affiliate links or other compensated recommendations appear, relevant pages should also provide clear disclosure. We may state: “Credit Consensus Index may earn compensation when you click certain links on this page and complete a qualifying action. Compensation does not determine our AI consensus rankings.”

Disclosures should be easy to notice. Readers should not have to search the footer, open the Terms of Use, hover over a link, or decode the phrase “affiliate link” to understand that compensation may exist. Where required, partner disclosures about advertising, lead generation, rates, eligibility, networks, or compensation may appear in addition to ours.

Some programs operate through lead generation. Credit Consensus Index may receive compensation when a reader requests debt-relief consultations, loan offers, eligibility information, or additional provider information.

When a reader submits personal information, it may be sent directly to a provider, processed by a third-party partner, transmitted through an affiliate or lead-generation platform, or collected and forwarded according to disclosed terms. Readers should review applicable privacy notices before submitting personal financial information. Read our Privacy Policy.

If we receive compensation for referring a reader to a lender, card issuer, credit repair company, debt-relief provider, credit-monitoring service, or credit-building product, that does not mean every reader will qualify. Providers make their own approval, eligibility, pricing, credit, and enrollment decisions.

We do not control the offer received. APRs, loan amounts, credit limits, fees, terms, and availability may depend on an individual’s circumstances. Review the provider’s actual terms before accepting a financial product.

An affiliate partner does not necessarily review our research, approve our methodology, endorse our conclusions, agree with a ranking, or control what we publish. Our research may identify high fees, high APRs, large deposits, restrictive qualification, limited availability, debt-relief risks, or other disadvantages involving companies that compensate us.

Affiliate compensation does not replace human review. Material claims may still be checked, AI inaccuracies may still be identified, and product limitations may still be discussed.

Mark B. Huntley, J.D. reviews consumer-credit research and relevant factual context. His editorial review does not depend on which provider pays the highest commission, generates the most leads, has the highest conversion rate, or advertises with Credit Consensus Index. The underlying AI research and human review are intended to remain separate from partner economics.

Commercial relationships do not permit us to invent first-hand experience. If a first-hand experience involves a compensated product relationship, that relationship should be disclosed when material. Material benefits such as free products, services, travel, events, subscriptions, or significant discounts may also require disclosure.

Relationships may be managed through third-party affiliate networks that provide tracking, reporting, payments, links, or attribution. Affiliate links may contain identifiers, tracking parameters, cookies, or similar technologies. The use of a network does not change our editorial independence standards.

See our Privacy Policy and Cookie Policy for additional information. Links can expire or break; updating a tracked link does not necessarily constitute a substantive editorial update.

If a company ranked first before we had a commercial relationship with it, that historical ranking does not become sponsored retroactively. If the relationship later ends, the historical ranking does not disappear. Becoming an affiliate partner also does not guarantee a future position; new AI research may show increased, decreased, or no recommendations.

Credit Consensus Index is a business. Commercial considerations may influence which questions we decide are worth researching, including categories with significant consumer demand, commercial intent, affiliate opportunities, or advertiser interest. They should not determine which company the research declares the winner.

Affiliate and referral revenue helps support AI research, data collection, normalization, product verification, human review, engineering, website development, historical storage, updates, and editorial maintenance.

Credit Consensus Index may receive compensation if you use a commercial link and complete a qualifying action. You should not assume the company paid us to receive its AI ranking. An affiliate relationship is a relationship between Credit Consensus Index and a company; an AI recommendation is generated by an external platform during research. One does not create the other.

Not every external link is commercial. We may link to government agencies, regulators, research, financial companies, source material, news organizations, credit bureaus, FICO, and other informational resources without receiving compensation.

Affiliate relationships should not be confused with sponsorship. An affiliate relationship may pay after a qualifying action, while sponsored content generally involves compensation specifically connected to publishing or promoting content. Sponsored material should be clearly identified under our Advertising Disclosure and should not be disguised as independent research.

We may earn money when readers choose companies appearing in our research, but companies cannot pay to change what our research says the AI platforms recommended.